Results
ggplotly(sim_lu %>%
group_by(Name, position, Salary) %>%
dplyr::summarize(lu = n_distinct(lineup)) %>%
ungroup() %>%
group_by(position) %>%
top_n(10, lu) %>%
ungroup() %>%
arrange(position, desc(lu)) %>%
mutate(Name = factor(Name),
Name = fct_reorder(Name, lu),
pct = round(lu / n_sims, 3) * 100) %>%
ggplot(aes(x = Name, y = pct, fill = Salary,
text = paste(Name, "in", lu, "lineups with", Salary, "salary"))) +
geom_bar(stat = "identity") +
facet_wrap(~position, ncol = 2, scales = "free_y") +
coord_flip() +
scale_fill_viridis_c() +
xlab("") +
ylab("Lineups (thousands)") +
ggtitle("Top 10 Players By Position")) %>%
ggplotly(tooltip = "text")
plyr_lu <- sim_lu %>%
group_by(Name, position) %>%
dplyr::summarize(lu=n_distinct(lineup)) %>%
ungroup()
ggplotly(projections %>%
filter(avg_type=='weighted') %>%
mutate(Name = ifelse(pos=="DST", last_name, paste(first_name, last_name))) %>%
inner_join(fan_duel, by = c("Name", "position")) %>%
select(Name, team, position, points, Salary, sd_pts) %>%
left_join(plyr_lu, by='Name') %>%
replace_na(list(lu=0)) %>%
mutate(lu_bin=ifelse(lu==0, '0 Lineups', '>=1 Lineups'),
lu_5=cut(lu,5, labels = FALSE)) %>%
ggplot(aes(x=Salary, y=points, color=lu_bin, size=sd_pts, text=Name)) +
geom_point() +
theme_minimal() +
scale_color_manual(values = c('red', 'blue'), name="") +
geom_smooth(inherit.aes = FALSE, aes(x=Salary, y=points), method = 'lm') +
ylab('Projected Points') +
xlab('Salary') +
ggtitle('Who makes it into Optimized Lineups?') +
scale_x_continuous(labels=scales::dollar))
lu_df <- sim_lu %>%
group_by(lineup) %>%
dplyr::summarize(lineup_pts=sum(pts_pred),
lineup_sd=sum(sd_pts)) %>%
ungroup()
pto <- psel(lu_df, low(lineup_sd) * high(lineup_pts))
ggplotly(ggplot(lu_df, aes(y=lineup_pts, x=lineup_sd, text = paste0("Lineup: ", lineup))) +
geom_point() +
geom_point(data=pto, size=5) +
ylab('Lineup Points') +
xlab('Lineup Points St Dev') +
ggtitle('Lineup Points vs. Uncertainty',
subtitle = 'Pareto Lineups Bolded'))
psel(lu_df, low(lineup_sd) * high(lineup_pts)) %>%
left_join(sim_lu, by='lineup') %>%
group_by(lineup) %>%
arrange(lineup_pts, position, desc(Salary)) %>%
select(lineup, lineup_pts, lineup_sd, Name, team, position, pts_pred, sd_pts, Salary) %>%
mutate_at(vars(lineup_pts, lineup_sd, pts_pred, sd_pts), function(x) round(x, 2)) %>%
knitr::kable() %>%
kable_styling(fixed_thead = T) %>%
column_spec(1:3, bold=TRUE) %>%
collapse_rows(columns = 1:3, valign = 'top') %>%
scroll_box(height = '700px', width = '100%')
|
lineup
|
lineup_pts
|
lineup_sd
|
Name
|
team
|
position
|
pts_pred
|
sd_pts
|
Salary
|
|
9463
|
120.73
|
3.76
|
Deshaun Watson
|
HOU
|
QB
|
21.67
|
0.34
|
7700
|
|
Dalvin Cook
|
MIN
|
RB
|
22.21
|
0.54
|
10500
|
|
Aaron Jones
|
GBP
|
RB
|
16.00
|
0.31
|
8200
|
|
James Conner
|
PIT
|
RB
|
14.24
|
0.31
|
7000
|
|
Keenan Allen
|
LAC
|
WR
|
16.25
|
0.50
|
8000
|
|
Jerry Jeudy
|
DEN
|
WR
|
11.11
|
0.41
|
5700
|
|
Jakeem Grant
|
MIA
|
WR
|
8.79
|
0.45
|
4600
|
|
Ryan Griffin
|
NYJ
|
TE
|
2.61
|
0.08
|
4100
|
|
Cincinnati Bengals
|
CIN
|
DST
|
7.86
|
0.82
|
3700
|
|
6038
|
121.61
|
3.80
|
Deshaun Watson
|
HOU
|
QB
|
21.87
|
0.34
|
7700
|
|
Dalvin Cook
|
MIN
|
RB
|
21.26
|
0.54
|
10500
|
|
Kalen Ballage
|
LAC
|
RB
|
12.63
|
0.62
|
5800
|
|
Adrian Peterson
|
DET
|
RB
|
9.35
|
0.08
|
5100
|
|
Julio Jones
|
ATL
|
WR
|
15.68
|
0.69
|
8100
|
|
Keenan Allen
|
LAC
|
WR
|
16.11
|
0.50
|
8000
|
|
Jerry Jeudy
|
DEN
|
WR
|
11.11
|
0.41
|
5700
|
|
Hunter Henry
|
LAC
|
TE
|
8.94
|
0.44
|
5500
|
|
Dallas Cowboys
|
DAL
|
DST
|
4.66
|
0.18
|
3000
|
|
1090
|
123.06
|
4.14
|
Deshaun Watson
|
HOU
|
QB
|
21.16
|
0.34
|
7700
|
|
Dalvin Cook
|
MIN
|
RB
|
20.43
|
0.54
|
10500
|
|
James Conner
|
PIT
|
RB
|
14.37
|
0.31
|
7000
|
|
Kalen Ballage
|
LAC
|
RB
|
12.25
|
0.62
|
5800
|
|
Keenan Allen
|
LAC
|
WR
|
15.24
|
0.50
|
8000
|
|
JuJu Smith-Schuster
|
PIT
|
WR
|
13.71
|
0.97
|
6500
|
|
Jakobi Meyers
|
NEP
|
WR
|
11.65
|
0.22
|
6000
|
|
Hunter Henry
|
LAC
|
TE
|
9.42
|
0.44
|
5500
|
|
Dallas Cowboys
|
DAL
|
DST
|
4.82
|
0.18
|
3000
|
|
9457
|
124.30
|
4.30
|
Deshaun Watson
|
HOU
|
QB
|
21.24
|
0.34
|
7700
|
|
Aaron Jones
|
GBP
|
RB
|
16.94
|
0.31
|
8200
|
|
Antonio Gibson
|
WAS
|
RB
|
14.82
|
0.44
|
6500
|
|
Kalen Ballage
|
LAC
|
RB
|
12.60
|
0.62
|
5800
|
|
Julio Jones
|
ATL
|
WR
|
15.99
|
0.69
|
8100
|
|
Keenan Allen
|
LAC
|
WR
|
15.22
|
0.50
|
8000
|
|
Terry McLaurin
|
WAS
|
WR
|
14.01
|
0.59
|
7300
|
|
Eric Ebron
|
PIT
|
TE
|
8.83
|
0.64
|
5400
|
|
Dallas Cowboys
|
DAL
|
DST
|
4.64
|
0.18
|
3000
|
|
3214
|
124.52
|
4.44
|
Deshaun Watson
|
HOU
|
QB
|
21.24
|
0.34
|
7700
|
|
Dalvin Cook
|
MIN
|
RB
|
20.43
|
0.54
|
10500
|
|
Antonio Gibson
|
WAS
|
RB
|
13.44
|
0.44
|
6500
|
|
Kalen Ballage
|
LAC
|
RB
|
12.38
|
0.62
|
5800
|
|
Julio Jones
|
ATL
|
WR
|
16.68
|
0.69
|
8100
|
|
Terry McLaurin
|
WAS
|
WR
|
14.57
|
0.59
|
7300
|
|
Jerry Jeudy
|
DEN
|
WR
|
11.32
|
0.41
|
5700
|
|
Eric Ebron
|
PIT
|
TE
|
9.69
|
0.64
|
5400
|
|
Dallas Cowboys
|
DAL
|
DST
|
4.78
|
0.18
|
3000
|
|
5682
|
125.41
|
4.52
|
Deshaun Watson
|
HOU
|
QB
|
21.25
|
0.34
|
7700
|
|
Dalvin Cook
|
MIN
|
RB
|
21.15
|
0.54
|
10500
|
|
Antonio Gibson
|
WAS
|
RB
|
13.41
|
0.44
|
6500
|
|
Salvon Ahmed
|
MIA
|
RB
|
13.26
|
1.24
|
5600
|
|
Keenan Allen
|
LAC
|
WR
|
15.92
|
0.50
|
8000
|
|
Jakobi Meyers
|
NEP
|
WR
|
11.58
|
0.22
|
6000
|
|
Jerry Jeudy
|
DEN
|
WR
|
10.89
|
0.41
|
5700
|
|
Mark Andrews
|
BAL
|
TE
|
11.73
|
0.54
|
6500
|
|
Detroit Lions
|
DET
|
DST
|
6.23
|
0.28
|
3500
|
|
3640
|
126.70
|
4.64
|
Deshaun Watson
|
HOU
|
QB
|
22.13
|
0.34
|
7700
|
|
Dalvin Cook
|
MIN
|
RB
|
21.72
|
0.54
|
10500
|
|
Antonio Gibson
|
WAS
|
RB
|
14.27
|
0.44
|
6500
|
|
Kalen Ballage
|
LAC
|
RB
|
12.67
|
0.62
|
5800
|
|
Keenan Allen
|
LAC
|
WR
|
15.46
|
0.50
|
8000
|
|
Jakobi Meyers
|
NEP
|
WR
|
11.54
|
0.22
|
6000
|
|
Marquise Brown
|
BAL
|
WR
|
12.92
|
1.25
|
5900
|
|
Mark Andrews
|
BAL
|
TE
|
11.36
|
0.54
|
6500
|
|
Dallas Cowboys
|
DAL
|
DST
|
4.64
|
0.18
|
3000
|
|
2954
|
126.82
|
5.27
|
Deshaun Watson
|
HOU
|
QB
|
21.71
|
0.34
|
7700
|
|
Dalvin Cook
|
MIN
|
RB
|
21.71
|
0.54
|
10500
|
|
James Robinson
|
JAC
|
RB
|
16.24
|
0.96
|
7200
|
|
Salvon Ahmed
|
MIA
|
RB
|
12.34
|
1.24
|
5600
|
|
Terry McLaurin
|
WAS
|
WR
|
14.12
|
0.59
|
7300
|
|
Jakobi Meyers
|
NEP
|
WR
|
11.81
|
0.22
|
6000
|
|
Jerry Jeudy
|
DEN
|
WR
|
11.08
|
0.41
|
5700
|
|
Hunter Henry
|
LAC
|
TE
|
9.63
|
0.44
|
5500
|
|
Los Angeles Chargers
|
LAC
|
DST
|
8.17
|
0.53
|
4500
|
|
2679
|
127.49
|
5.29
|
Justin Herbert
|
LAC
|
QB
|
22.80
|
0.46
|
8500
|
|
Dalvin Cook
|
MIN
|
RB
|
21.85
|
0.54
|
10500
|
|
Kareem Hunt
|
CLE
|
RB
|
14.70
|
1.15
|
6700
|
|
Kalen Ballage
|
LAC
|
RB
|
13.82
|
0.62
|
5800
|
|
Keenan Allen
|
LAC
|
WR
|
15.67
|
0.50
|
8000
|
|
Jakobi Meyers
|
NEP
|
WR
|
11.40
|
0.22
|
6000
|
|
Jerry Jeudy
|
DEN
|
WR
|
10.80
|
0.41
|
5700
|
|
Austin Hooper
|
CLE
|
TE
|
8.64
|
0.56
|
5100
|
|
Cincinnati Bengals
|
CIN
|
DST
|
7.81
|
0.82
|
3700
|
|
5211
|
128.34
|
5.55
|
Deshaun Watson
|
HOU
|
QB
|
21.96
|
0.34
|
7700
|
|
Dalvin Cook
|
MIN
|
RB
|
20.77
|
0.54
|
10500
|
|
Derrick Henry
|
TEN
|
RB
|
17.49
|
1.04
|
8200
|
|
Kalen Ballage
|
LAC
|
RB
|
13.03
|
0.62
|
5800
|
|
Terry McLaurin
|
WAS
|
WR
|
15.85
|
0.59
|
7300
|
|
JuJu Smith-Schuster
|
PIT
|
WR
|
14.26
|
0.97
|
6500
|
|
Curtis Samuel
|
CAR
|
WR
|
11.87
|
0.63
|
5600
|
|
Eric Ebron
|
PIT
|
TE
|
8.41
|
0.64
|
5400
|
|
Dallas Cowboys
|
DAL
|
DST
|
4.70
|
0.18
|
3000
|
|
1467
|
128.38
|
5.82
|
Deshaun Watson
|
HOU
|
QB
|
21.74
|
0.34
|
7700
|
|
Dalvin Cook
|
MIN
|
RB
|
21.43
|
0.54
|
10500
|
|
James Robinson
|
JAC
|
RB
|
16.48
|
0.96
|
7200
|
|
Giovani Bernard
|
CIN
|
RB
|
15.40
|
1.63
|
6300
|
|
Keenan Allen
|
LAC
|
WR
|
16.53
|
0.50
|
8000
|
|
Terry McLaurin
|
WAS
|
WR
|
14.59
|
0.59
|
7300
|
|
Jakeem Grant
|
MIA
|
WR
|
7.47
|
0.45
|
4600
|
|
Eric Ebron
|
PIT
|
TE
|
9.68
|
0.64
|
5400
|
|
Dallas Cowboys
|
DAL
|
DST
|
5.06
|
0.18
|
3000
|
|
3554
|
129.74
|
5.91
|
Deshaun Watson
|
HOU
|
QB
|
21.78
|
0.34
|
7700
|
|
Dalvin Cook
|
MIN
|
RB
|
21.46
|
0.54
|
10500
|
|
Giovani Bernard
|
CIN
|
RB
|
17.90
|
1.63
|
6300
|
|
Kalen Ballage
|
LAC
|
RB
|
12.37
|
0.62
|
5800
|
|
Julio Jones
|
ATL
|
WR
|
16.00
|
0.69
|
8100
|
|
JuJu Smith-Schuster
|
PIT
|
WR
|
13.96
|
0.97
|
6500
|
|
Jakobi Meyers
|
NEP
|
WR
|
11.55
|
0.22
|
6000
|
|
Hunter Henry
|
LAC
|
TE
|
9.68
|
0.44
|
5500
|
|
New York Jets
|
NYJ
|
DST
|
5.05
|
0.44
|
3100
|
|
5575
|
130.75
|
6.02
|
Deshaun Watson
|
HOU
|
QB
|
21.96
|
0.34
|
7700
|
|
James Robinson
|
JAC
|
RB
|
16.55
|
0.96
|
7200
|
|
Antonio Gibson
|
WAS
|
RB
|
13.72
|
0.44
|
6500
|
|
Giovani Bernard
|
CIN
|
RB
|
16.15
|
1.63
|
6300
|
|
Julio Jones
|
ATL
|
WR
|
16.25
|
0.69
|
8100
|
|
Keenan Allen
|
LAC
|
WR
|
15.88
|
0.50
|
8000
|
|
Jerry Jeudy
|
DEN
|
WR
|
11.75
|
0.41
|
5700
|
|
Hunter Henry
|
LAC
|
TE
|
8.93
|
0.44
|
5500
|
|
Pittsburgh Steelers
|
PIT
|
DST
|
9.56
|
0.61
|
5000
|
|
7493
|
131.38
|
6.15
|
Deshaun Watson
|
HOU
|
QB
|
21.68
|
0.34
|
7700
|
|
James Robinson
|
JAC
|
RB
|
15.78
|
0.96
|
7200
|
|
Antonio Gibson
|
WAS
|
RB
|
14.12
|
0.44
|
6500
|
|
Giovani Bernard
|
CIN
|
RB
|
17.19
|
1.63
|
6300
|
|
Julio Jones
|
ATL
|
WR
|
15.95
|
0.69
|
8100
|
|
Keenan Allen
|
LAC
|
WR
|
16.30
|
0.50
|
8000
|
|
Jakobi Meyers
|
NEP
|
WR
|
11.93
|
0.22
|
6000
|
|
Mark Andrews
|
BAL
|
TE
|
11.68
|
0.54
|
6500
|
|
Cincinnati Bengals
|
CIN
|
DST
|
6.76
|
0.82
|
3700
|
|
2200
|
131.82
|
7.06
|
Deshaun Watson
|
HOU
|
QB
|
21.52
|
0.34
|
7700
|
|
Dalvin Cook
|
MIN
|
RB
|
21.66
|
0.54
|
10500
|
|
Derrick Henry
|
TEN
|
RB
|
17.05
|
1.04
|
8200
|
|
Kalen Ballage
|
LAC
|
RB
|
11.81
|
0.62
|
5800
|
|
Justin Jefferson
|
MIN
|
WR
|
18.76
|
1.59
|
6700
|
|
Jakobi Meyers
|
NEP
|
WR
|
11.62
|
0.22
|
6000
|
|
Marquise Brown
|
BAL
|
WR
|
12.86
|
1.25
|
5900
|
|
Eric Ebron
|
PIT
|
TE
|
8.77
|
0.64
|
5400
|
|
Cincinnati Bengals
|
CIN
|
DST
|
7.78
|
0.82
|
3700
|
|
1093
|
131.99
|
Deshaun Watson
|
HOU
|
QB
|
21.24
|
0.34
|
7700
|
|
Dalvin Cook
|
MIN
|
RB
|
21.61
|
0.54
|
10500
|
|
Giovani Bernard
|
CIN
|
RB
|
16.84
|
1.63
|
6300
|
|
Kalen Ballage
|
LAC
|
RB
|
12.49
|
0.62
|
5800
|
|
Adam Thielen
|
MIN
|
WR
|
19.41
|
1.73
|
7900
|
|
Mike Williams
|
LAC
|
WR
|
11.45
|
0.43
|
5900
|
|
Jerry Jeudy
|
DEN
|
WR
|
11.01
|
0.41
|
5700
|
|
Mark Andrews
|
BAL
|
TE
|
11.03
|
0.54
|
6500
|
|
Cincinnati Bengals
|
CIN
|
DST
|
6.91
|
0.82
|
3700
|
|
8227
|
132.56
|
7.57
|
Lamar Jackson
|
BAL
|
QB
|
25.43
|
0.83
|
8400
|
|
Derrick Henry
|
TEN
|
RB
|
18.61
|
1.04
|
8200
|
|
Giovani Bernard
|
CIN
|
RB
|
17.58
|
1.63
|
6300
|
|
Salvon Ahmed
|
MIA
|
RB
|
12.80
|
1.24
|
5600
|
|
Keenan Allen
|
LAC
|
WR
|
15.31
|
0.50
|
8000
|
|
Terry McLaurin
|
WAS
|
WR
|
14.45
|
0.59
|
7300
|
|
Jakobi Meyers
|
NEP
|
WR
|
11.69
|
0.22
|
6000
|
|
Eric Ebron
|
PIT
|
TE
|
8.20
|
0.64
|
5400
|
|
Miami Dolphins
|
MIA
|
DST
|
8.49
|
0.89
|
4800
|
|
9032
|
133.36
|
7.74
|
Deshaun Watson
|
HOU
|
QB
|
21.96
|
0.34
|
7700
|
|
Dalvin Cook
|
MIN
|
RB
|
22.14
|
0.54
|
10500
|
|
Giovani Bernard
|
CIN
|
RB
|
14.79
|
1.63
|
6300
|
|
Kalen Ballage
|
LAC
|
RB
|
13.24
|
0.62
|
5800
|
|
Terry McLaurin
|
WAS
|
WR
|
16.24
|
0.59
|
7300
|
|
JuJu Smith-Schuster
|
PIT
|
WR
|
14.05
|
0.97
|
6500
|
|
Chase Claypool
|
PIT
|
WR
|
14.36
|
1.61
|
6400
|
|
Eric Ebron
|
PIT
|
TE
|
9.23
|
0.64
|
5400
|
|
New Orleans Saints
|
NOS
|
DST
|
7.35
|
0.80
|
4100
|
|
1265
|
134.24
|
8.72
|
Deshaun Watson
|
HOU
|
QB
|
22.22
|
0.34
|
7700
|
|
James Robinson
|
JAC
|
RB
|
16.65
|
0.96
|
7200
|
|
Kalen Ballage
|
LAC
|
RB
|
12.74
|
0.62
|
5800
|
|
Jamaal Williams
|
GBP
|
RB
|
14.80
|
2.05
|
5300
|
|
Davante Adams
|
GBP
|
WR
|
19.53
|
1.12
|
9500
|
|
Keenan Allen
|
LAC
|
WR
|
15.88
|
0.50
|
8000
|
|
Adam Thielen
|
MIN
|
WR
|
17.76
|
1.73
|
7900
|
|
Eric Ebron
|
PIT
|
TE
|
9.03
|
0.64
|
5400
|
|
Atlanta Falcons
|
ATL
|
DST
|
5.63
|
0.77
|
3200
|
|
3517
|
134.40
|
9.53
|
Deshaun Watson
|
HOU
|
QB
|
21.25
|
0.34
|
7700
|
|
Dalvin Cook
|
MIN
|
RB
|
20.58
|
0.54
|
10500
|
|
Giovani Bernard
|
CIN
|
RB
|
17.41
|
1.63
|
6300
|
|
Salvon Ahmed
|
MIA
|
RB
|
13.50
|
1.24
|
5600
|
|
Keenan Allen
|
LAC
|
WR
|
15.67
|
0.50
|
8000
|
|
Adam Thielen
|
MIN
|
WR
|
17.64
|
1.73
|
7900
|
|
Justin Jefferson
|
MIN
|
WR
|
15.81
|
1.59
|
6700
|
|
Adam Shaheen
|
MIA
|
TE
|
7.65
|
1.79
|
4300
|
|
Dallas Cowboys
|
DAL
|
DST
|
4.87
|
0.18
|
3000
|
|
7234
|
137.54
|
10.05
|
Deshaun Watson
|
HOU
|
QB
|
21.62
|
0.34
|
7700
|
|
Dalvin Cook
|
MIN
|
RB
|
20.93
|
0.54
|
10500
|
|
James Robinson
|
JAC
|
RB
|
16.20
|
0.96
|
7200
|
|
Giovani Bernard
|
CIN
|
RB
|
15.20
|
1.63
|
6300
|
|
Adam Thielen
|
MIN
|
WR
|
17.53
|
1.73
|
7900
|
|
Terry McLaurin
|
WAS
|
WR
|
14.70
|
0.59
|
7300
|
|
Alshon Jeffery
|
PHI
|
WR
|
16.87
|
3.45
|
4700
|
|
Eric Ebron
|
PIT
|
TE
|
9.65
|
0.64
|
5400
|
|
Dallas Cowboys
|
DAL
|
DST
|
4.84
|
0.18
|
3000
|
|
2387
|
139.46
|
11.86
|
Teddy Bridgewater
|
CAR
|
QB
|
29.22
|
4.50
|
7200
|
|
Dalvin Cook
|
MIN
|
RB
|
21.85
|
0.54
|
10500
|
|
Kalen Ballage
|
LAC
|
RB
|
13.19
|
0.62
|
5800
|
|
Kerryon Johnson
|
DET
|
RB
|
13.52
|
2.68
|
4800
|
|
Keenan Allen
|
LAC
|
WR
|
15.77
|
0.50
|
8000
|
|
Terry McLaurin
|
WAS
|
WR
|
15.13
|
0.59
|
7300
|
|
JuJu Smith-Schuster
|
PIT
|
WR
|
13.62
|
0.97
|
6500
|
|
Austin Hooper
|
CLE
|
TE
|
8.32
|
0.56
|
5100
|
|
Miami Dolphins
|
MIA
|
DST
|
8.84
|
0.89
|
4800
|
|
8483
|
142.30
|
14.18
|
Jake Luton
|
JAC
|
QB
|
35.32
|
9.00
|
6500
|
|
Dalvin Cook
|
MIN
|
RB
|
21.48
|
0.54
|
10500
|
|
James Robinson
|
JAC
|
RB
|
16.31
|
0.96
|
7200
|
|
Kalen Ballage
|
LAC
|
RB
|
12.34
|
0.62
|
5800
|
|
Keenan Allen
|
LAC
|
WR
|
15.46
|
0.50
|
8000
|
|
Terry McLaurin
|
WAS
|
WR
|
14.21
|
0.59
|
7300
|
|
JuJu Smith-Schuster
|
PIT
|
WR
|
13.10
|
0.97
|
6500
|
|
Austin Hooper
|
CLE
|
TE
|
8.73
|
0.56
|
5100
|
|
New York Jets
|
NYJ
|
DST
|
5.34
|
0.44
|
3100
|
|
2654
|
154.74
|
15.06
|
P.J. Walker
|
CAR
|
QB
|
46.88
|
9.17
|
6500
|
|
Dalvin Cook
|
MIN
|
RB
|
20.88
|
0.54
|
10500
|
|
Derrick Henry
|
TEN
|
RB
|
16.50
|
1.04
|
8200
|
|
Giovani Bernard
|
CIN
|
RB
|
16.23
|
1.63
|
6300
|
|
Julio Jones
|
ATL
|
WR
|
16.48
|
0.69
|
8100
|
|
Mike Williams
|
LAC
|
WR
|
11.24
|
0.43
|
5900
|
|
Jerry Jeudy
|
DEN
|
WR
|
11.45
|
0.41
|
5700
|
|
Austin Hooper
|
CLE
|
TE
|
9.10
|
0.56
|
5100
|
|
Houston Texans
|
HOU
|
DST
|
5.97
|
0.59
|
3600
|